Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

github.com/ndcohn/impeachment-battleground

GitHub

vs. Baseline Lens Category
34.5x New Yorker Journalism
32.9x Washington Post Journalism
24.8x Niskanen Center Think Tanks
24.8x Foreign Policy Journalism
10.9x Intergovernmental Panel on Climate Change (IPCC) Science
9.4x Center for American Progress Think Tanks
4.4x The Dispatch Journalism
4.3x Moderate Conservatism Culture and Political Economy
4.0x Harper's Open Letter Culture and Political Economy
3.6x The Intercept Journalism
3.5x Environmental Journalists Culture and Political Economy
2.7x Eurasia Group Think Tanks
2.4x American Enterprise Institute Think Tanks
2.4x National Bureau of Economic Research Think Tanks
1.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.7x Recode Journalism
1.4x The New York Post Journalism
1.2x Council on Foreign Relations Think Tanks
1.2x Hudson Institute Think Tanks
1.0x Baseline system
0.9x The Atlantic Journalism
0.8x Ars Technica Journalism
0.8x Think Tanks system
0.8x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.7x Foundation Against Intolerance and Racism Culture and Political Economy
0.7x The New York Times Journalism
0.5x Reuters Journalism
0.5x Persuasion Community Culture and Political Economy
0.4x Khosla Ventures Venture Capital
0.4x Bloomberg Opinion Journalism
0.4x Brookings Think Tanks
0.3x OANN Journalism
0.2x Ecomodernists Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Newsmax Journalism
0.2x Reality-Based Community system
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Sierra Clib Culture and Political Economy
0.2x Extinction Rebellion Culture and Political Economy
0.2x Schumacher Circle Culture and Political Economy
0.2x Fair Vote Culture and Political Economy
0.2x Philosophy Twitter Science
0.2x 350.org Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Works in Progress Culture and Political Economy
0.2x Claremont Institute Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Cato Institute Think Tanks
0.1x The Daily Beast Journalism
0.1x Hoover Institution Think Tanks
0.1x Social Epistemology Culture and Political Economy
0.1x Initialized Capital Venture Capital
0.1x Populist Libertarians Culture and Political Economy
0.1x VICE Journalism
0.1x Rationality Culture and Political Economy
0.1x Effective Altruism Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x CNBC Journalism
0.1x ClimateTwitter Science
0.1x Wall Street Journal Journalism
0.1x Belfer Center Think Tanks
0.1x Adam Smith Institute Think Tanks
0.1x The Los Angeles Times Journalism
0.1x Bessemer Venture Capital
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.0x Anarachists Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Founders Fund Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Mercatus Center Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Techcrunch Journalism
0.0x Financial Times Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x A16Z Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Peterson Institute for International Economics Think Tanks
0.0x The Long Now Foundation Culture and Political Economy
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Palladium Magazine Journalism
0.0x Epidemiology Journalism Science
0.0x Epidimiology Twitter Science
0.0x EFF Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Accel Venture Capital
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Crypto Infrastructure Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Cosmos Crypto
0.0x Rust Software Engineering
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Political Economy Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto